Britishness Abroad: Transnational Movements and Imperial Cultures
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
<p>As a global phenomenon Britishness encompassed trade, conquest and settlement and the development of imperial cultures within the vast reaches of the British Empire. At its zenith peoples around the world joined in shared traditions and common loyalties that were strenuously maintained; even those who contested its claims found it difficult to escape its effects. With the eclipse of British power and influence, the importance of this legacy has attracted increasing attention from researchers seeking to escape the confines of national histories.</p><p>Britishness Abroad explores the cultural, economic and political aspects of Britishness in Australia, New Zealand, New Guinea, Canada and South Africa, as well as in the United States and within Britain itself. Leading scholars consider the movement of people, money, technology, identities, beliefs and attitudes around the British world and examine what happened to Britishness as the Empire declined.</p>
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it